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2020 – today
- 2024
[j14]Yuanpeng Zhang, Guanjin Wang, Ta Zhou, Xiuyu Huang, Saikit Lam
, Jiabao Sheng, Kup-Sze Choi, Jing Cai, Weiping Ding:
Takagi-Sugeno-Kang fuzzy system fusion: A survey at hierarchical, wide and stacked levels. Inf. Fusion 101: 101977 (2024)- [j13]Jin Cao, Ta Zhou, Shaohua Zhi, Saikit Lam, Ge Ren, Yuanpeng Zhang, Yongqiang Wang, Yanjing Dong, Jing Cai:
Fuzzy inference system with interpretable fuzzy rules: Advancing explainable artificial intelligence for disease diagnosis - A comprehensive review. Inf. Sci. 662: 120212 (2024) - [j12]Ta Zhou, Guanjin Wang, Kup-Sze Choi, Shitong Wang:
A two-view deep interpretable TSK fuzzy classifier under mutually teachable classification criterion. Inf. Sci. 665: 120388 (2024) - [j11]Yuanpeng Zhang, Guanjin Wang, Ta Zhou, Ge Ren, Saikit Lam, Weiping Ding, Jing Cai:
Deep Reconciled and Self-Paced TSK Fuzzy System Ensemble for Imbalanced Data Classification: Architecture, Interpretability, and Theory. IEEE Trans. Fuzzy Syst. 32(11): 6185-6198 (2024) - 2023
- [j10]Ta Zhou, Guanjin Wang, Kup-Sze Choi, Shitong Wang:
Recognition of Sleep-Wake Stages by Deep Takagi-Sugeno-Kang Fuzzy Classifier with Random Rule Heritage. IEEE Trans. Emerg. Top. Comput. Intell. 7(5): 1458-1469 (2023) - [c1]Jiabao Sheng, Saikit Lam, Ta Zhou, Jiang Zhang, Yuanpeng Zhang, Jing Cai:
Multi-Kernel Fusion with Fuzzy Label Relaxation for Predicting Distant Metastasis in Nasopharyngeal Carcinoma. DSP 2023: 1-5 - 2022
- [j9]Wei Xue, Ta Zhou, Jing Cai:
Horizontal progressive and longitudinal leapfrogging fuzzy classification with feature activity adjustment. Appl. Soft Comput. 119: 108511 (2022) - [j8]Guanjin Wang, Ta Zhou, Kup-Sze Choi, Jie Lu:
A Deep-Ensemble-Level-Based Interpretable Takagi-Sugeno-Kang Fuzzy Classifier for Imbalanced Data. IEEE Trans. Cybern. 52(5): 3805-3818 (2022) - 2021
- [j7]Ta Zhou, Yi Zhou, Shang Gao:
Quantitative-integration-based TSK fuzzy classification through improving the consistency of multi-hierarchical structure. Appl. Soft Comput. 106: 107350 (2021) - [j6]Haifeng Fang, Jin Cao, Lihua Cai, Ta Zhou, MingQiang Wang:
The recognition of plastic bottle using linear multi hierarchical SVM classifier. J. Intell. Fuzzy Syst. 40(6): 11509-11522 (2021)
2010 – 2019
- 2018
- [j5]Chengmin Zhou, Mengnan Yu, Ta Zhou:
Experimental study on three-dimensional shape mapping of complex furniture. EURASIP J. Image Video Process. 2018: 89 (2018) - [j4]Ta Zhou, Hisao Ishibuchi, Shitong Wang:
Stacked Blockwise Combination of Interpretable TSK Fuzzy Classifiers by Negative Correlation Learning. IEEE Trans. Fuzzy Syst. 26(6): 3327-3341 (2018) - 2017
- [j3]Ta Zhou, Hisao Ishibuchi, Shitong Wang:
Stacked-Structure-Based Hierarchical Takagi-Sugeno-Kang Fuzzy Classification Through Feature Augmentation. IEEE Trans. Emerg. Top. Comput. Intell. 1(6): 421-436 (2017) - [j2]Ta Zhou, Fu-Lai Chung, Shitong Wang:
Deep TSK Fuzzy Classifier With Stacked Generalization and Triplely Concise Interpretability Guarantee for Large Data. IEEE Trans. Fuzzy Syst. 25(5): 1207-1221 (2017) - 2015
- [j1]Yong Wang, Ta Zhou:
An optimization method of distribution of banking outlets and its applied research. J. Comput. Methods Sci. Eng. 15(3): 375-384 (2015)
Coauthor Index
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